Katja Berger

8PUBLICATIONS
19CO-AUTHORS
Agro-ecosystem function and predictionGeospatial information systems and geospatial data modellingAgricultural systems analysis and modellingPhycology (incl. marine grasses)Geoscience data visualisation
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Publications (8)

|Oct 03, 2022
Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery.

Gabriel Caballero, Alejandro Pezzola, Cristina Winschel

|Sep 12, 2022
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms.

Jochem Verrelst, Katja Berger, Juan Pablo Rivera-Caicedo

|Sep 09, 2022
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow.

José Estévez, Katja Berger, Jorge Vicent

|Sep 09, 2022
Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery.

Katja Berger, Tobias Hank, Andrej Halabuk

|Sep 09, 2022
Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression.

Matías Salinero-Delgado, José Estévez, Luca Pipia

|Sep 09, 2022
A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data.

Katja Berger, Juan Pablo Rivera Caicedo, Luca Martino

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Frequent Collaborators

7 joint publications

Jochem Verrelst

5 joint publications

Juan Pablo Rivera-Caicedo

4 joint publications

Matthias Wocher

3 joint publications

José Estévez